most citedBest Arm Identification with Fairness Constraints on Subpopulations

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cs.LG2023★ 1 cited

Best Arm Identification with Fairness Constraints on Subpopulations

Yuhang Wu, Zeyu Zheng, Tingyu Zhu

We formulate, analyze and solve the problem of best arm identification with fairness constraints on subpopulations (BAICS). Standard best arm identification problems aim at selecti…